Nonlinear discrete-time observer design with linearizable error dynamics

Abstract

A necessary and sufficient condition for the existence of a discrete-time nonlinear observer with linearizable error dynamics is provided. The result can be applied to any real analytic nonlinear system whose linear part is observable. The necessary and sufficient condition derived is associated with the solvability of a nonlinear functional equation. A corollary is Siegel's theorem on the linearizability of a mapping. The method of observer design suggested by this theorem is constructive and can be applied approximately to any sufficiently smooth, linearly observable system yielding a local observer with approximately linear error dynamics.